{"id":"W4395474906","doi":"10.1484/j.ms.5.141683","title":"Front Matter","year":2006,"lang":"en","type":"paratext","venue":"Mediaeval Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front (military); History; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003842567,0.000897618,0.001621232,0.0002858508,0.0002399033,0.00006188077,0.0005017123,0.0003803472,0.04573835],"category_scores_gemma":[0.0001505359,0.0007119575,0.0003151308,0.0001753515,0.0005874029,0.00008018961,0.0005412471,0.0006893649,0.9595448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006757085,"about_ca_system_score_gemma":0.00008926111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003808775,"about_ca_topic_score_gemma":0.0004666635,"domain_scores_codex":[0.9962656,0.0002076504,0.0006765366,0.0008581941,0.001064769,0.0009272831],"domain_scores_gemma":[0.9982217,0.0002765726,0.0004032216,0.0006420772,0.0003426374,0.0001138156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002520015,0.00006406845,0.0004603398,0.000306808,0.000908582,0.00003350915,0.0006930297,0.00002465724,0.0000366037,0.000001679358,0.9972805,0.0001649568],"study_design_scores_gemma":[0.0004322595,0.00003893359,0.001365371,0.0002667165,0.0003143888,0.000005788115,0.000242713,0.000001722369,0.0001516078,0.00006914714,0.9963473,0.0007640735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001108998,0.173056,0.000009673318,0.0005333227,0.01504819,0.0006217804,0.00164809,0.0001567094,0.8078172],"genre_scores_gemma":[0.0007446383,0.002270038,0.0002214276,0.0005559856,0.006305657,0.0004126264,0.0009738264,0.0004081287,0.9881077],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9138065,"threshold_uncertainty_score":0.9995332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04003481253305759,"score_gpt":0.3226748548069191,"score_spread":0.2826400422738615,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}